Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max percent_deviance_explained
rf 0.9934621 0.9339689 0.6947162
bt 0.8734529 0.5865887 0.3303208
maxnet 0.7594921 0.4573000 NA
gam 0.8350270 0.5181801 0.2567309
glm 0.7501107 0.4343651 0.1470812

Variable Importance

Partial Dependence